[1] D. Andrešič, P. Šaloun and I. Anagnostopoulos, "Efficient big data analysis on a sin-gle machine using apache spark and self-organizing map libraries," 2017 12th Interna-tional Workshop on Semantic and Social Media Adaptation and Personalization (SMAP), Bratislava, 2017, pp. 1-5. (SJR: 0.194)
[2] D. Andrešič, P. Šaloun, "Efektivní analýza velkých dat pomocí Apache Spark a samoučících neuronových sítí na jediném počítači," Data a znalosti 2017, Plzeň, 2017.
[3] D. Andrešič, P. Šaloun, "Effective Big Data Analysis on single-node Apache Spark with Self-Organizing Map Libraries," WOFEX 2017, Ostrava, 2017.
[4] D. Andrešič, P. Šaloun, B. Pečíková, "Strojové učení při analýze rozsáhlých astronomick-ých datasetů s časovými řadami," Data a znalosti & WIKT 2018, Brno, 2018.
[5] D. Andrešič, P. Šaloun, B. Pečíková, "Large Astronomical Time Series Pre-processing and Visualization for Classification using Artificial Neural Networks," 2019 IEEE 15th International Scientific Conference on Informatics, Poprad, 2019. (SJR: 0.157)
[6] D. Andrešič, P. Šaloun, B. Pečíková, "Large Astronomical Time Series Pre-processing for Classification Using Artificial Neural Networks," 2021 In: J. Paralič, P. Sinčák, P.
Hartono, & V. Mařík (Eds.), Advances in Intelligent Systems and Computing. Springer International Publishing. https://doi.org/10.1007/978-3-030-63872-6 (SJR: 0.184; Q3) [7] D. Andrešič, P. Šaloun, B. Pečíková, "Large Astronomical Time Series Pre-processing
for Classification Using Artificial Neural Networks," 2021 In: Zelinka I., Brescia M., Baron D. (eds) Intelligent Astrophysics. Emergence, Complexity and Computation, vol 39. Springer, Cham. https://doi.org/10.1007/978-3-030-65867-0_12
A.2 Author’s Bibliography Unrelated to the Thesis
[1] Šaloun, Petr & Andrešič, David & Skoda, Petr & Zelinka, Ivan. (2016). Time Series, Collaboration and Large Data Sets Enhancements of SPLAT-VO. 111-116.
10.1109SIMS.2016.20. (SJR: 0.129)
[2] D. Andrešič, A. Ondrejka, P. Šaloun and R. Cepláková, "Webový portál pro identifikaci poruchy osobnosti z psaného textu," 12th Workshop on Intelligent and Knowledge ori-ented Technologies 2017, Košice, 2017.
[3] P. Šaloun, M. Malčik, D. Andrešič and D. Nespěšný, "Using eyetracking to analyse how flowcharts are understood," 2017 IEEE 14th International Scientific Conference on Infor-matics, Poprad, 2017, pp. 394-399. (SJR: 0.157)
[4] D. Andrešič, P. Šaloun, B. Cigánková, "Crowd Sourcing as an Improvement of N-Grams Text Document Classification Algorithm," WOFEX 2018, Ostrava, 2018.
[5] D. Andrešič, P. Šaloun, B. Cigánková, "Vylepšení klasifikace textových dokumentů al-goritmem N-Grams pomocí crowdsourcingu," Data a znalosti & WIKT 2019, Košice, 2019.
[6] P. Šaloun, D. Andrešič, B. Cigánková and I. Anagnostopoulos, "Crowd Sourcing as an Improvement of N-Grams Text Document Classification Algorithm," 2020 15th Interna-tional Workshop on Semantic and Social Media Adaptation and Personalization (SMA, 2020, pp. 1-6, doi: 10.1109/SMAP49528.2020.9248454. (SJR: 0.194)
[7] Andrešič D., Šaloun P., Šaloun P., Mališů P., Dragon T., Vagner L. Umělá inteligence při výuce programování v době Průmyslu 4.0. In Malčík M. (Eds.) Vzdělávání ve Společnosti 4.0. 2020.
Appendix B
Author’s Curriculum Vitae
B.1 Education
VŠB - Technical University of Ostrava Ostrava, Czech Republic
Doctoral degree, Faculty of Electrical Engineering and Computer Science 09/2016 -now
– Specialization: Computer Science, Communication Technology and Applied Math-ematics
– Thesis topic: Big Data Processing by Means of Unconventional Algorithm
– Case study: Astronomical time series classification by means of deep artificial neural network (multi-layer perceptron) with topology established by evolutionary algorithm
Master’s degree, Faculty of Electrical Engineering and Computer Science 09/2013 - 06/2016
– Specialization: Information and Communication Technology
– Thesis topic: Programme for the Post-processing and Analysis of Complex Large-Scale Spectroscopic Surveys Using the Virtual Observatory Protocols
Bachelor’s degree, Faculty of Electrical Engineering and Computer Science 09/2010 - 06/2013
– Specialization: Information and Communication Technology
– Thesis topic: Programme for Interactive Spectra Analysis in Virtual Observatory Environment
Střední průmyslová škola elektrotechniky a informatiky, Ostrava, příspěvková or-ganizace
Ostrava - Moravská Ostrava, Czech Republic Graduation Exam, Low-current Electrical 09/2003 - 06/2007
– Specialization: Microprocessor Technology, Radioelectronics
B.2 Work Experience
Palacký University Olomouc Olomouc, Czech Republic
2021 - now
– Cooperation on education for foreign students ("Python for everyday use") VŠB - Technical University of Ostrava
Ostrava, Czech Republic 2019 - now
– Cooperation on TAČR project (CMP rádce) - creating a text document classifier that utilizes n-grams and TF/IDF approach for statistical classification
CertiCon a. s.
Prague, Czech Republic
Senior Software Engineer 2016 - now
– Development of diagnostic software for automotive area
– Development of ground/ground communication system for airports
– Work in SCRUM as a part of international teams with English on a daily basis
– Experience as a technical leader
– Java desktop and network development
– Experience with a properietary cloud platform – Active in internal Java training group
– Java, Eclipse Equinox, Akka, Docker, Apache Maven, OSGi, Jenkins Etnetera a. s.
Prague, Czech Republic Java Developer 2013 - 2016
– Development of an Internal System for a Large Automotive Corporation – Development Time Estimatation
– Implementation Analysis and Design of Individual System Modules – Responsibility for Project Documentation
– Responsibility for Project Maintain, Assembly and Deployment
– Java, PL/SQL, Hibernate, Apache Wicket, Spring, UML, Maven, Apache Tomcat, IBM WebSphere etc.
Astronomical Institute of the Czech Academy of Sciences
Ondřejov, Czech Republic
Java Programmer and Development Coordinator 2016
– Employment Agreement
– Enhancement of Spectral Analysis Tool and its Development Process – Continuous Integration (Jenkins CI, GitHub Integration)
– Suggestions and Realization of Project Development Process Enhancements – Active Communication in English within International Team
– Linux Server Administration (+ Docker, Jenkins CI, Apache2 as Reverse Proxy) – Java, Ant, Jenkins CI, MediaWiki, Docker, Linux, Apache, GitHub
Astronomical Institute of the Czech Academy of Sciences
Ondřejov, Czech Republic Java Programmer 2015
– Employment Agreement
– Enhancement of Spectral Analysis Tool Behind the Scope of Diploma Thesis – Continuous Integration - Preparing Docker Image with Jenkins CI
– Suggestions of Project Development Process Enhancements (Usage of Github Is-sues, MediWiki etc.)
– Active Communication in English within International Team – Java, Ant
– C#, .NET, XSLT, T-SQL, AJAX, jQuery, etc.
B.3 Certificates
Základní studijní program Machine Learning College
Oracle Certified Associate, Java SE 8 Programmer Oracle Introduction to Big Data Coursera Course Certificates
Big Data Modeling and Management Systems Coursera Course Certificates Big Data Integration and Processing Coursera Course Certificates
Machine Learning With Big Data Coursera Course Certificates
B.4 Computer skills
Programming languages Java (actively), Python (actively), C# (formerly), SQL (actively couple of years ago), C/C++, PHP, VBScript, Haskell, assembler
Databases MS SQL, Oracle, H2, MySQL, PostgreSQL Web JSON, XHTML, JavaScript, AJAX, CSS, HTML5,
Frameworks Apache Wicket, Hibernate, OSGi, Spring, .NET, jQuery
Operating systems GNU/Linux (all mainstream distros, Linux From Scratch), Microsoft Windows
Development tools Eclipse, Intellij Idea, MS Visual Studio, NetBeans, Maven, Ant, Jenk-ins CI
Networking and system administration Basic Linux Gateway and Server (Iptables, NAT, Apache, Tomcat, PHP, MySQL, PostgreSQL, Samba), Docker, IBM WebSphere
Analytical and documentation tools UML, Basic Design Patterns, LATEX, JavaDoc
B.5 Language Skills
English advanced Czech native speaker